Your professional presentation assistant

Distill credit research into committee-ready slides

Watch 60s Demo
US Investment Grade Best Ideas 2026
Distill this Barclays credit research note into a deck for our investment committee.
PDF
barclays-us-ig-best-ideas-2026.pdf
PDF · 4.2 MB
Got it — Barclays' 2026 IG outlook with both long and short ideas. Before I outline, a couple of quick calls:
  1. 1. Emphasis: Macro frame, the BBB sweet-spot strategy, or the long/short case studies (UBER, OVV, DOW, CAG/CPB)?
  2. 2. Audience: Investment committee (decision-grade) or broader sales/trading distribution?
  3. 3. Depth: High-conviction summary, or do you want the full curve analysis and balance-sheet detail?
Reply with your preferences and I'll structure the deck.
Committee. Strategy + the 4 case studies. Include the BBB sweet-spot rationale.
Got it — building a 14-slide investment-committee deck: macro frame → BBB sweet-spot → UBER/OVV longs → DOW/CAG-CPB shorts → summary. Generating now…

See It In Action

Watch how Tosea.ai turns complex documents into accurate, editable slides in minutes

Experience the power of AI-driven presentation creation

Evidence first. Turn professional content into stories.

Extract figures and formulas from PDFs, shape your story with AI,
and export polished slides—turning reading into presenting.

Evidence-driven Slides

AI does not invent — it transcribes faithfully. Charts, formulas, and data are reproduced 1:1 from your source.

File Content
Deep Residual Learning for Image Recognition
Kaiming He, et al.
Abstract
Deeper neural networks are more difficult to train. We present a residual learning framework to ease the training of networks that are substantially deeper than those used previously. We explicitly reformulate the layers as learning residual functions with reference to the layer inputs, instead of learning unreferenced functions. We provide comprehensive empirical evidence showing that these residual networks are easier to optimize, and can gain accuracy from considerably increased depth. On the ImageNet dataset we evaluate residual nets with a depth of up to 152 layers—8× deeper than VGG nets but still having lower complexity. An ensemble of these residual nets achieves 3.57% error on the ImageNet test set. This result won the 1st place on the ILSVRC 2015 classification task. We also present analysis on CIFAR-10 with 100 and 1000 layers. The depth of representations is of central importance for many visual recognition tasks. Solely due to our extremely deep representations, we obtain a 28% relative improvement on the COCO object detection dataset. Deep residual nets are foundations of our submissions to ILSVRC & COCO 2015 competitions.
CVPR 2016
Images
22/22
Figure 1
Training error
Figure 2
Residual block
Figure 3
Network arch.
Figure 4
Training curves
Figure 5
Comparison
Table 1
Accuracy (%)
Table 2
Error rates
Figure 6
Layer depth

Build Your Outline, Step by Step

Work with your presentation outline—guide AI to add sections, adjust structure, and refine your narrative flow.

Slide 1页
Version 1
Deep Residual Learning
Authors:Kaiming He, et al.
Conference:CVPR 2016
Hello everyone. Today, I'll be presenting the paper 'Deep Residual Learning'...
Slide 2页
Version 1
Presentation Outline
Structure:6 key sections
Here's a quick roadmap for our talk. We'll start by understanding the core problem...
Slide 3页
Version 1
Introduction: Does Deeper Always Mean Better?
Authors:Kaiming He, Xiangyu Zhang
@Edit 1×
Add speaker notes...
Deep Residual Learning for Image Recognition
1. Introduction
Hello everyone. Today, I'll be presenting the paper that not only won the Best Paper Award at CVPR 2016...
2. Presentation Outline
Here's a quick roadmap for our talk. We'll start by understanding the core problem...
3. Introduction: Does Deeper Always Mean Better?
The central question this paper addresses is: is learning better networks as simple as stacking more layers?
4. The Method
The core philosophy of ResNet is brilliantly simple. Instead of forcing layers to learn...
5. The Residual Block Explained
This idea is implemented using what the authors call a 'residual block'. As you can see, the input bypasses the weight layers...
6. Network Architectures: Plain vs. Residual
So, how does this look in a full network? On the left is VGG-19 for reference. In the middle is a 34-layer 'plain' network...
Export to PDF

Perfect Each Slide & Export

Fine-tune pages with AI—adjust layouts only or refine everything—then export presentation-ready files instantly.

Page1页
Layout Only
Download
Before
Deep Residual Learning for Image Recognition
Kaiming He, Xiangyu Zhang, Shaoqing Ren, Jian Sun
Microsoft Research
After (Layout Only)
Deep Residual Learning for Image Recognition
Kaiming He, Xiangyu Zhang, Shaoqing Ren, Jian Sun
Microsoft Research

A template for every story

Hundreds of crafted templates — pitch decks, brand identity, company profiles, annual reports, healthcare, real estate, editorial and more.

Spotlight
Spotlight10 slides
Impact Red
Impact Red10 slides
Material Bright
Material Bright8 slides
Aster Folio
Aster Folio8 slides
Editorial Chroma
Editorial Chroma8 slides
Strategy Navy
Strategy Navy8 slides
Boardroom Amber
Boardroom Amber8 slides
Venture Green
Venture Green8 slides
Viridian
Viridian6 slides
Ai Copilot Saas
Ai Copilot Saas10 slides
Cyber Defense Cloud
Cyber Defense Cloud10 slides
Climate Analytics Platform
Climate Analytics Platform10 slides
Supply Chain Os
Supply Chain Os10 slides
Dev Observability Cloud
Dev Observability Cloud10 slides
Specialty Coffee Brand
Specialty Coffee Brand10 slides
Dermocosmetics Brand
Dermocosmetics Brand10 slides
Electric Suv Launch
Electric Suv Launch10 slides
Boutique Hotel Group
Boutique Hotel Group10 slides
Outdoor Running Brand
Outdoor Running Brand10 slides
Vc Fund Overview
Vc Fund Overview10 slides
Wealthtech App
Wealthtech App10 slides
Strategy Consulting Proposal
Strategy Consulting Proposal10 slides
Esg Annual Review
Esg Annual Review10 slides
Real Estate Fund
Real Estate Fund10 slides
Battery Manufacturing
Battery Manufacturing10 slides
Hydrogen Energy
Hydrogen Energy10 slides
Robotics Integrator
Robotics Integrator10 slides
Smart Factory Upgrade
Smart Factory Upgrade10 slides
Maritime Logistics
Maritime Logistics10 slides
Telehealth Platform
Telehealth Platform10 slides
Biotech Diagnostics
Biotech Diagnostics10 slides
Pediatric Hospital Network
Pediatric Hospital Network10 slides
Nutrition Wellness Brand
Nutrition Wellness Brand10 slides
Edtech Language Platform
Edtech Language Platform10 slides
City Tourism Brand
City Tourism Brand10 slides
Museum Exhibition
Museum Exhibition10 slides
School Admissions
School Admissions10 slides
Public Transit Renewal
Public Transit Renewal10 slides
Climate Ngo Impact
Climate Ngo Impact10 slides
Luxury Fragrance Launch
Luxury Fragrance Launch10 slides
Furniture Studio
Furniture Studio10 slides
Fashion Capsule Lookbook
Fashion Capsule Lookbook10 slides
Game Studio Title Launch
Game Studio Title Launch10 slides
Streaming Doc Channel
Streaming Doc Channel10 slides
Architecture Firm Profile
Architecture Firm Profile10 slides
Legal Advisory Firm
Legal Advisory Firm10 slides
Restaurant Group Rebrand
Restaurant Group Rebrand10 slides
Employer Brand Platform
Employer Brand Platform10 slides
Hardware Startup Fundraise
Hardware Startup Fundraise10 slides
Pet Insurance Pitch
Pet Insurance Pitch10 slides
Business Pitch
Business Pitch10 slides
Visual Identity Sinesubs
Visual Identity Sinesubs10 slides
Sustainify
Sustainify10 slides
Template
Template10 slides
Pitch Brand A Biometric Future
Pitch Brand A Biometric Future10 slides
Brand Identity Pitch Soma
Brand Identity Pitch Soma10 slides
Startup Pitch
Startup Pitch10 slides
Landing Page 3d Visuals Us Tech…
Landing Page 3d Visuals Us Tech…10 slides
Pitch Slides Startup Branding
Pitch Slides Startup Branding10 slides
Compliance Tech Startup Pitch
Compliance Tech Startup Pitch10 slides
Pitch Examples
Pitch Examples10 slides
Pitch Crypto Annual Report Finte…
Pitch Crypto Annual Report Finte…10 slides
Video Presentations Reel
Video Presentations Reel10 slides
True Heart Annual Report
True Heart Annual Report10 slides
Spotlight
Spotlight10 slides
Impact Red
Impact Red10 slides
Material Bright
Material Bright8 slides
Aster Folio
Aster Folio8 slides
Editorial Chroma
Editorial Chroma8 slides
Strategy Navy
Strategy Navy8 slides
Boardroom Amber
Boardroom Amber8 slides
Venture Green
Venture Green8 slides
Viridian
Viridian6 slides
Ai Copilot Saas
Ai Copilot Saas10 slides
Cyber Defense Cloud
Cyber Defense Cloud10 slides
Climate Analytics Platform
Climate Analytics Platform10 slides
Supply Chain Os
Supply Chain Os10 slides
Dev Observability Cloud
Dev Observability Cloud10 slides
Specialty Coffee Brand
Specialty Coffee Brand10 slides
Dermocosmetics Brand
Dermocosmetics Brand10 slides
Electric Suv Launch
Electric Suv Launch10 slides
Boutique Hotel Group
Boutique Hotel Group10 slides
Outdoor Running Brand
Outdoor Running Brand10 slides
Vc Fund Overview
Vc Fund Overview10 slides
Wealthtech App
Wealthtech App10 slides
Strategy Consulting Proposal
Strategy Consulting Proposal10 slides
Esg Annual Review
Esg Annual Review10 slides
Real Estate Fund
Real Estate Fund10 slides
Battery Manufacturing
Battery Manufacturing10 slides
Hydrogen Energy
Hydrogen Energy10 slides
Robotics Integrator
Robotics Integrator10 slides
Smart Factory Upgrade
Smart Factory Upgrade10 slides
Maritime Logistics
Maritime Logistics10 slides
Telehealth Platform
Telehealth Platform10 slides
Biotech Diagnostics
Biotech Diagnostics10 slides
Pediatric Hospital Network
Pediatric Hospital Network10 slides
Nutrition Wellness Brand
Nutrition Wellness Brand10 slides
Edtech Language Platform
Edtech Language Platform10 slides
City Tourism Brand
City Tourism Brand10 slides
Museum Exhibition
Museum Exhibition10 slides
School Admissions
School Admissions10 slides
Public Transit Renewal
Public Transit Renewal10 slides
Climate Ngo Impact
Climate Ngo Impact10 slides
Luxury Fragrance Launch
Luxury Fragrance Launch10 slides
Furniture Studio
Furniture Studio10 slides
Fashion Capsule Lookbook
Fashion Capsule Lookbook10 slides
Game Studio Title Launch
Game Studio Title Launch10 slides
Streaming Doc Channel
Streaming Doc Channel10 slides
Architecture Firm Profile
Architecture Firm Profile10 slides
Legal Advisory Firm
Legal Advisory Firm10 slides
Restaurant Group Rebrand
Restaurant Group Rebrand10 slides
Employer Brand Platform
Employer Brand Platform10 slides
Hardware Startup Fundraise
Hardware Startup Fundraise10 slides
Pet Insurance Pitch
Pet Insurance Pitch10 slides
Business Pitch
Business Pitch10 slides
Visual Identity Sinesubs
Visual Identity Sinesubs10 slides
Sustainify
Sustainify10 slides
Template
Template10 slides
Pitch Brand A Biometric Future
Pitch Brand A Biometric Future10 slides
Brand Identity Pitch Soma
Brand Identity Pitch Soma10 slides
Startup Pitch
Startup Pitch10 slides
Landing Page 3d Visuals Us Tech…
Landing Page 3d Visuals Us Tech…10 slides
Pitch Slides Startup Branding
Pitch Slides Startup Branding10 slides
Compliance Tech Startup Pitch
Compliance Tech Startup Pitch10 slides
Pitch Examples
Pitch Examples10 slides
Pitch Crypto Annual Report Finte…
Pitch Crypto Annual Report Finte…10 slides
Video Presentations Reel
Video Presentations Reel10 slides
True Heart Annual Report
True Heart Annual Report10 slides
Astra Annual Report
Astra Annual Report10 slides
Annual Report
Annual Report10 slides
Qiwi Digital Esg Report
Qiwi Digital Esg Report10 slides
Brand Identity Pitch Verde Vista
Brand Identity Pitch Verde Vista10 slides
Salience Labs Brand Identity Web…
Salience Labs Brand Identity Web…10 slides
Skincare Launch Pitch
Skincare Launch Pitch10 slides
Brand Identity Pitch Humano
Brand Identity Pitch Humano10 slides
Pitch Ah2 Hospitality And Matt H…
Pitch Ah2 Hospitality And Matt H…10 slides
Consulting
Consulting10 slides
Ghtk Company Profile
Ghtk Company Profile10 slides
Modern Strategic Company Profile
Modern Strategic Company Profile10 slides
Elite Camel Company Profile Ai D…
Elite Camel Company Profile Ai D…10 slides
Company Profile Contracting
Company Profile Contracting10 slides
Loop Media Premium Company Profi…
Loop Media Premium Company Profi…10 slides
Mrasem Company Profile
Mrasem Company Profile10 slides
Pitch Health Care
Pitch Health Care10 slides
Medical
Medical10 slides
Modern Healthcare Medical
Modern Healthcare Medical10 slides
Healthcare Saas Pitch Medication…
Healthcare Saas Pitch Medication…10 slides
Healthcare Medical Residency
Healthcare Medical Residency10 slides
Free Architecture Studio
Free Architecture Studio10 slides
Thesis Final Instagramable Trans…
Thesis Final Instagramable Trans…10 slides
The Watercolor Villa Architectur…
The Watercolor Villa Architectur…10 slides
Digital Grid System Indesign
Digital Grid System Indesign10 slides
A3 Grid System Indesign 2
A3 Grid System Indesign 210 slides
Echelon Luxury Real Estate
Echelon Luxury Real Estate10 slides
Real Estate
Real Estate10 slides
Template
Template10 slides
Sales System A Real Estate Devel…
Sales System A Real Estate Devel…10 slides
Real Estate Company Profile
Real Estate Company Profile10 slides
Infranova Ai Futuristic Ai Inves…
Infranova Ai Futuristic Ai Inves…10 slides
Bold At The Conference
Bold At The Conference10 slides
Investor Pitch
Investor Pitch10 slides
Commercial Real Estate Leasing I…
Commercial Real Estate Leasing I…10 slides
White Purple Modern Ai Risk Pitc…
White Purple Modern Ai Risk Pitc…10 slides
Rib Itwo 2
Rib Itwo 210 slides
Branding Proposal Art Of Kinetik
Branding Proposal Art Of Kinetik10 slides
Proposal City Of Seattle Wa
Proposal City Of Seattle Wa10 slides
Business Proposal
Business Proposal10 slides
Template
Template10 slides
Fintech Pitch Case Study
Fintech Pitch Case Study10 slides
Pitch Fintech Company
Pitch Fintech Company10 slides
Fintech Branding Pitch
Fintech Branding Pitch10 slides
Peaky Point Landing Page
Peaky Point Landing Page10 slides
Pitch Pal Branding Website
Pitch Pal Branding Website10 slides
Ledgerrise
Ledgerrise10 slides
C Louds
C Louds10 slides
Template
Template10 slides
Template
Template10 slides
Brand Identity Pitch Trawa
Brand Identity Pitch Trawa10 slides
Esg Investment Report Sustainabl…
Esg Investment Report Sustainabl…10 slides
Esg Reporting Platform
Esg Reporting Platform10 slides
Insight Grid System Indesign
Insight Grid System Indesign10 slides
Brand Strategy
Brand Strategy10 slides
Brand Strategy
Brand Strategy10 slides
Marketing Plan
Marketing Plan10 slides
Horizon Technology Ai
Horizon Technology Ai10 slides
Sales Pitch Company Profile Usa
Sales Pitch Company Profile Usa10 slides
Future Now Pitch E Ilustra Es
Future Now Pitch E Ilustra Es10 slides
Numa
Numa10 slides
Adrian Magnus Cigars Humidors Ca…
Adrian Magnus Cigars Humidors Ca…10 slides
Pitch Jewelry Brand Missa
Pitch Jewelry Brand Missa10 slides
Social Media Lookbooks
Social Media Lookbooks10 slides
Fashion Lookbook
Fashion Lookbook10 slides
Astra Annual Report
Astra Annual Report10 slides
Annual Report
Annual Report10 slides
Qiwi Digital Esg Report
Qiwi Digital Esg Report10 slides
Brand Identity Pitch Verde Vista
Brand Identity Pitch Verde Vista10 slides
Salience Labs Brand Identity Web…
Salience Labs Brand Identity Web…10 slides
Skincare Launch Pitch
Skincare Launch Pitch10 slides
Brand Identity Pitch Humano
Brand Identity Pitch Humano10 slides
Pitch Ah2 Hospitality And Matt H…
Pitch Ah2 Hospitality And Matt H…10 slides
Consulting
Consulting10 slides
Ghtk Company Profile
Ghtk Company Profile10 slides
Modern Strategic Company Profile
Modern Strategic Company Profile10 slides
Elite Camel Company Profile Ai D…
Elite Camel Company Profile Ai D…10 slides
Company Profile Contracting
Company Profile Contracting10 slides
Loop Media Premium Company Profi…
Loop Media Premium Company Profi…10 slides
Mrasem Company Profile
Mrasem Company Profile10 slides
Pitch Health Care
Pitch Health Care10 slides
Medical
Medical10 slides
Modern Healthcare Medical
Modern Healthcare Medical10 slides
Healthcare Saas Pitch Medication…
Healthcare Saas Pitch Medication…10 slides
Healthcare Medical Residency
Healthcare Medical Residency10 slides
Free Architecture Studio
Free Architecture Studio10 slides
Thesis Final Instagramable Trans…
Thesis Final Instagramable Trans…10 slides
The Watercolor Villa Architectur…
The Watercolor Villa Architectur…10 slides
Digital Grid System Indesign
Digital Grid System Indesign10 slides
A3 Grid System Indesign 2
A3 Grid System Indesign 210 slides
Echelon Luxury Real Estate
Echelon Luxury Real Estate10 slides
Real Estate
Real Estate10 slides
Template
Template10 slides
Sales System A Real Estate Devel…
Sales System A Real Estate Devel…10 slides
Real Estate Company Profile
Real Estate Company Profile10 slides
Infranova Ai Futuristic Ai Inves…
Infranova Ai Futuristic Ai Inves…10 slides
Bold At The Conference
Bold At The Conference10 slides
Investor Pitch
Investor Pitch10 slides
Commercial Real Estate Leasing I…
Commercial Real Estate Leasing I…10 slides
White Purple Modern Ai Risk Pitc…
White Purple Modern Ai Risk Pitc…10 slides
Rib Itwo 2
Rib Itwo 210 slides
Branding Proposal Art Of Kinetik
Branding Proposal Art Of Kinetik10 slides
Proposal City Of Seattle Wa
Proposal City Of Seattle Wa10 slides
Business Proposal
Business Proposal10 slides
Template
Template10 slides
Fintech Pitch Case Study
Fintech Pitch Case Study10 slides
Pitch Fintech Company
Pitch Fintech Company10 slides
Fintech Branding Pitch
Fintech Branding Pitch10 slides
Peaky Point Landing Page
Peaky Point Landing Page10 slides
Pitch Pal Branding Website
Pitch Pal Branding Website10 slides
Ledgerrise
Ledgerrise10 slides
C Louds
C Louds10 slides
Template
Template10 slides
Template
Template10 slides
Brand Identity Pitch Trawa
Brand Identity Pitch Trawa10 slides
Esg Investment Report Sustainabl…
Esg Investment Report Sustainabl…10 slides
Esg Reporting Platform
Esg Reporting Platform10 slides
Insight Grid System Indesign
Insight Grid System Indesign10 slides
Brand Strategy
Brand Strategy10 slides
Brand Strategy
Brand Strategy10 slides
Marketing Plan
Marketing Plan10 slides
Horizon Technology Ai
Horizon Technology Ai10 slides
Sales Pitch Company Profile Usa
Sales Pitch Company Profile Usa10 slides
Future Now Pitch E Ilustra Es
Future Now Pitch E Ilustra Es10 slides
Numa
Numa10 slides
Adrian Magnus Cigars Humidors Ca…
Adrian Magnus Cigars Humidors Ca…10 slides
Pitch Jewelry Brand Missa
Pitch Jewelry Brand Missa10 slides
Social Media Lookbooks
Social Media Lookbooks10 slides
Fashion Lookbook
Fashion Lookbook10 slides

The new way to present your ideas

I used to spend two days turning a strategy doc into a board deck. Tosea did it in twenty minutes — every chart in the right place, none of the AI-invented filler.

Avery Park
Avery Park
Head of Strategy, Series-B SaaS

We pulled our quarterly review out of a 60-page report. Numbers, footnotes, attribution all preserved. That's the part no one else gets right.

Mia Chen
Mia Chen
Investment Manager, Growth Fund

Tosea is the only tool I trust to take a paper to a 10-minute talk. I stopped re-checking every figure — the citations stay where they should.

Dr. Lukas Vogt
Dr. Lukas Vogt
Postdoc, ML Interpretability

Curriculum days used to mean three teachers, one designer, fourteen hours. Now one of us, in an afternoon. The students don't notice the difference — except slides are crisper.

Sara Mendez
Sara Mendez
Head of Curriculum, International School

Pitch decks where every number maps back to the model. Partners stopped asking 'where is that from' because the answer is in the slide.

Daniel Yu
Daniel Yu
Founder, Pre-seed Startup

We turned a 90-page consulting report into client-ready slides without re-typing anything. The version we sent looks like a designer touched it.

Priya Singh
Priya Singh
Principal, Strategy Consulting

Simple, Transparent Pricing

Choose the plan that fits your needs perfectly

Free

Try it out, get started quickly

USD0

Forever free

Get Started
200 credits/month
Process 1 task concurrently
Basic templates + Basic models

Free

Also included

33% Off

Pro

Professional creation, beautiful presentations

USD9.99$14.99

/ month billed annually

Save $60/year

Upgrade to Pro
1,500 + 300 credits/month
Process 4 tasks concurrently
Generate up to 40 slides at once
Premium templates + premium models
Priority compute lane · faster, more stable generation

Pro

Also included

Custom logo & custom templates
No watermark exports
High-precision extraction
50% Off

Max

Heavy usage, best value

USD24.99$49.99

/ month billed annually

Save $300/year

Upgrade to Max
5,000 + 2,000 credits/month
Process 6 tasks concurrently
Generate up to 100 slides at once
All templates + advanced + flagship models
Flagship compute lane · faster, more stable generation

Max

Also included

Custom logo & custom templates
No watermark exports
High-precision extraction
Beta features early access

Frequently Asked Questions

Still have questions? Get in touch.

Still have questions? Contact us →

Your Research Deserves a Better Stage

Stop wrestling with slides. Start telling your story.

Watch 60s Demo

No credit card required · Free to start